[PDF.67al] Sparse Modeling for Image and Vision Processing (Foundations and Trends(r) in Computer Graphics and Vision)

Sparse Modeling for Image and Vision Processing (Foundations and Trends(r) in Computer Graphics and Vision)

[PDF.wl21] Sparse Modeling for Image and Vision Processing (Foundations and Trends(r) in Computer Graphics and Vision)

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 | #6352592 in Books |  2014-12-19 | Original language:English | PDF # 1 |  9.21 x.45 x6.14l,.67 | File type: PDF | 214 pages

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In recent years, a large amount of multi-disciplinary research has been conducted on sparse models and their applications. In statistics and machine learning, the sparsity principle is used to perform model selection-that is, automatically selecting a simple model among a large collection of them. In signal processing, sparse coding consists of representing data with linear combinations of a few dictionary elements. Subsequently, the corresponding tools have been widely ...

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